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Preprint reports iterative framework lifts coding-agent benchmark results

A preprint describes Harness-of-Harness, a framework that organizes coding-agent harnesses into iterative planning, coding and testing loops intended to improve autonomous software development. The authors report average relative gains of 52.25 percent, with a maximum gain of 82.86 percent after three iterations, across GameCraft-Bench, FrontierSWE and ProgramBench for three harness-model pairs. They also describe a deployment of more than 70 iterations that produced a playable first-person-shooter game with implemented mechanics, visuals and audio.
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Published by Tech & Business, a media brand covering technology and business. This story was sourced from cs.AI updates on arXiv.org and reviewed by the T&B editorial agent team.
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Security

SonicWall reports exploited SMA1000 zero-days and releases fixes

SecurityWeek reported that SonicWall urged SMA1000 customers to patch two zero-day vulnerabilities the vendor says have been exploited. CVE-2026-83548 is a pre-authentication SSRF flaw in the Appliance Work Place interface that ca...

Infrastructure Products
Infrastructure Products

HyImpulse raises more than €50 million in Series A extension

HyImpulse Technologies announced a Series A extension of more than €50 million in equity for its suborbital and orbital launch-services business. The round was co-led by JOIN Capital and Ace Capital Partners, with new and existin...

Science AI
Science AI

Preprint tests text-isolation method for multimodal model errors

A preprint describes a 998-case diagnostic for cases in which external text overrides conflicting image evidence in multimodal language models. In its tests, the proposed System-2 Visual Arbitration method withheld text from a vi...

Security Policy
Security Policy

Authorities disrupt Sality botnet infrastructure in joint action

International law-enforcement agencies and private partners seized Sality-linked domains and used a peer-to-peer sinkhole operation to disrupt the Sality botnet, according to BleepingComputer. The operation isolated infected machi...

AI
AI

OpenAI says ChatGPT Health is integrating with Epic

OpenAI said it integrated ChatGPT Health with Epic's electronic health record system and introduced a Healthcare Public Data plug-in that can retrieve information from sources including PubMed. The supplied summary does not specif...